Strategic consulting at the intersection of financial modeling, credit risk analytics, and data engineering — built for organizations that need clarity, not just numbers.
Whether you need sharper credit risk models, forward-looking loss frameworks, or cleaner data infrastructure — I bring senior-level quantitative expertise without the overhead.
Transform raw datasets into actionable dashboards and executive-ready reports. Specializing in Power BI, Tableau, Sigma, and SQL-driven analytics that surface real insights from complex portfolios.
Deep expertise in PD, LGD, EAD, and prepayment models for consumer and automotive lending portfolios. I help lenders sharpen risk frameworks, validate models, and improve portfolio performance.
Design and build reliable data infrastructure using dbt, Snowflake, Fivetran, Apache NiFi, and integrate.io. Clean, governed, model-ready data from source to output.
Forward-looking loss forecasting, macroeconomic scenario analysis, loan pricing models, and panel data frameworks — built for credibility whether for internal planning or regulatory reporting.
Independent model validation, backtesting, benchmarking, and monitoring. I establish governance standards, documentation frameworks, and version control practices aligned with audit and MRM requirements.
Embed a senior data and risk executive in your team on a part-time or project basis. Ideal for growing lenders and fintechs that need VP-level expertise without a full-time hire.
I've spent over a decade at the intersection of finance and data — building credit risk models, leading CECL frameworks, and designing AI-ready data products at institutions like Toyota Financial Services, Innovate Auto Finance, and Point Predictive.
My background spans econometrics, financial risk management, and modern data engineering. I don't just build models — I build the infrastructure, governance, and reporting that make them trustworthy and sustainable over time.
Now I bring that senior-level expertise directly to clients who need it, without the overhead of a full-time hire.
No bloated kickoff phases or endless discovery cycles. I move quickly, communicate clearly, and deliver work you can actually use.
I take on a limited number of clients at a time to ensure focused, high-quality work. If you think we'd be a good fit, I'd love to hear from you.